Power Trading Analytics
- Fundamental stack models
- Probabilistic price forecasting
- Intraday optimization
- Market microstructure research
Power, gas, storage and battery analytics across European energy markets — trading, valuation, optimisation and execution. Built by quants, not consultants.
No generalists, no slideware. Deeply built capabilities — research, valuation, execution and infrastructure — that compound on each other.
Power doesn't move alone. We model gas, coal, storage and carbon as a single coupled system — because that's how the market actually clears.
The team behind Algoquant has built and operated systems where decisions cost real money. We bring that discipline — not vocabulary — to the energy transition.
Hands-on P&L, risk and execution on real European power desks — not paper trading or backtests.
Power (day-ahead, intraday, balancing), gas hubs (TTF, NBP, PEG), coal (API2/API4) and EUAs — including the structural quirks of each.
Probabilistic forecasting, stochastic optimization, time-series and ML applied to physical assets, not just speculative trading.
Models that run 24/7 with monitoring, retraining and fallbacks. Built for operators, not demos.
We reason about MW and MWh as well as bids, spreads and imbalance cost — the boundary is where most projects fail.
A small, focused team led by a founder active in European energy markets since 2010 — across power, gas and commodity trading. Algoquant has been operating, deploying and refining live systems since 2019.
For trading floors and asset operators ready to go further: a custom AI agent trained on your trades, contracts, ETRM and internal docs. Writes briefings, answers questions, monitors positions and drafts reports — 24/7, in your house style.
A representative sample of live research and infrastructure — short-term power, multi-week cross-commodity, and asset-level optimisation. Specific clients, P&L and IP withheld.